Fold 1 - Understanding why coefficient -2363189 was selected
Tag: NEWBORNS
Selected Coefficient: -2363189
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -2363189 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*83^3 + 11*83^2 + 3*83 + 13)) | Yes | |
| -27822 | 2.000000 | -17.3.4 | -4.3.17 (-(4*83^2 + 3*83 + 17)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "NEWBORNS" tag (processing sequence 6262). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 0 | FAIR TRADE, NOURISHING, CHILDREN'S, SLEEP, CRADLE CAP | 2363189 | SKIN INFECTION, BABIES, INFANTS | ||
| 3092 | First Light Crisis Support Oral Drops/ Spray | -27822 | FIRST AID, SOUL | 2335367 | none | ||
| 3082 | Absolute Essential Calm Birth (Organic) | -2363189 | DIFFUSION, FAIR TRADE | 0 | none |